Learning Automata Based Incremental Learning Method for Deep Neural Networks

Deep learning methods have got fantastic performance on lots of large-scale datasets for machine learning tasks, such as visual recognition and neural language processing. Most of the progress on deep learning in recent years lied on supervised learning, for which the whole dataset with respect to a...

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Bibliographic Details
Main Authors: Haonan Guo, Shilin Wang, Jianxun Fan, Shenghong Li
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8674746/